overfit

1. Designating or relating to a stream which, on the basis of its current flow, would have eroded a larger valley than it occupies.

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1. An analysis which corresponds too closely or exactly to a particular set of data.

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1. To use a statistical model that has too many parameters relative to the size of the sample leading to a good fit with the sample data but a poor fit with new data.

2. Statistics. To produce or represent an analysis which corresponds too closely or exactly to (a particular set of data); to make (a model) fit a particular set of data too precisely. Also without object: to provide too close a fit.

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Top Words by points	Points	Word Game
overfit	13	Scrabble

2 Letters	Scrabble® Points
er	2
or	2
oi	2
of	5
oe	2
it	2
if	5
re	2
ef	5
te	2
ti	2
et	2
fe	5
to	2

3 Letters	Scrabble® Points
tor	3
ret	3
voe	6
oft	6
vie	6
vet	6
ore	3
ort	3
ref	6
rei	3
toe	3
rev	6
rif	6
roe	3
rot	3
tie	3
fet	6
ire	3
eft	6
fro	6
for	6
foe	6
fit	6
fir	6
fie	6
fer	6

4 Letters	Scrabble® Points
tier	4
tire	4
tiro	4
tore	4
tori	4
tref	7
trio	4
rive	7
rove	7
roti	4
rote	4
rite	4
over	7
vote	7
vier	7
veto	7
vert	7
froe	7
frit	7
fret	7
fort	7
fore	7
five	10
fire	7
reft	7
reif	7
rife	7
rift	7
riot	4

5 Letters	Scrabble® Points
refit	8
vireo	8
voter	8
trove	8
rivet	8
fetor	8
overt	8
ofter	8
fiver	11
forte	8

7 Letters	Scrabble® Points
overfit	13